The graph represents a network of 1,379 Twitter users whose recent tweets contained "Graph AI", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 23 September 2020 at 05:08 UTC.
The tweets in the network were tweeted over the 8-day, 21-hour, 14-minute period from Monday, 14 September 2020 at 06:45 UTC to Wednesday, 23 September 2020 at 03:59 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 1379
Unique Edges : 4158
Edges With Duplicates : 4172
Total Edges : 8330
Number of Edge Types : 5
Retweet : 1496
Tweet : 243
MentionsInRetweet : 5490
Mentions : 1008
Replies to : 93
Self-Loops : 266
Reciprocated Vertex Pair Ratio : 0.0464432686654909
Reciprocated Edge Ratio : 0.0887640449438202
Connected Components : 186
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 868
Maximum Edges in a Connected Component : 7793
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.426126
Graph Density : 0.00281013881243744
Modularity : 0.374716
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,379 Twitter users whose recent tweets contained "Graph AI", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 23 September 2020 at 05:08 UTC.
The tweets in the network were tweeted over the 8-day, 21-hour, 14-minute period from Monday, 14 September 2020 at 06:45 UTC to Wednesday, 23 September 2020 at 03:59 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Graph AI
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[417] #machinelearning,#iot [406] top,hashtags [354] #ai,#machinelearning [324] #datascience,#ai [308] #javascript,#reactjs [298] #bigdata,#analytics [267] #python,#rstats [267] #programming,#coding [258] #coding,#100daysofcode [240] #iot,#iiot Top Word Pairs in Tweet in G1:
[250] top,hashtags [224] #machinelearning,#iot [175] #iot,#ai [148] #bigdata,#datascience [140] #ai,#machinelearning [136] #datascience,#ai [110] #ai,#iot [106] hashtags,#machinelearning [105] #ai,#bigdata [98] nodexl,gp_pulipaka Top Word Pairs in Tweet in G2:
[170] diffbot,know [170] know,artificial [170] artificial,intelligence [170] intelligence,reads [170] reads,entire [170] entire,public [170] public,web [170] web,multiple [170] multiple,languages [170] languages,extracts Top Word Pairs in Tweet in G3:
[197] #javascript,#reactjs [174] #bigdata,#analytics [166] #machinelearning,#iot [165] #datascience,#ai [165] #programming,#coding [164] #python,#rstats [160] #coding,#100daysofcode [159] #ai,#machinelearning [146] #analytics,#datascience [146] #iot,#iiot Top Word Pairs in Tweet in G4:
[18] learns,reading [18] entire,web [17] reading,entire [17] web,nonstop [15] know,ai [15] ai,learns [15] knowledge,graph [9] arxiv,2009 [7] artificial,intelligence [7] public,web Top Word Pairs in Tweet in G5:
[34] top,hashtags [17] hashtags,#ai [16] #ai,#cybersecurity [15] ssxman2,top [14] #ai,#machinelearning [14] #machinelearning,#deeplearning [12] location,aware [12] aware,graph [12] graph,convolutional [12] convolutional,networks Top Word Pairs in Tweet in G6:
[23] artificial,intelligence [21] learns,reading [21] reading,entire [21] entire,web [21] web,nonstop [21] 3rd,rsc_bmcs [21] rsc_bmcs,rsc_cicag [18] graph,convolutional [18] convolutional,neural [18] graph,neural Top Word Pairs in Tweet in G8:
[22] graph,ai [21] ai,world [14] world,2020 [11] #datascience,#ai [8] more,details [8] virtual,conference [8] #tutorial,building [7] #bigdata,#analytics [7] #ai,#machinelearning [7] #graphdb,#graphanalytics Top Word Pairs in Tweet in G9:
[67] #bigdata,#ai [67] #ai,#iot [63] #iot,#tech [63] #defstar5,#femtech [58] top,hashtags [57] #frenchtech,nodexl [57] nodexl,chidambara09 [57] hashtags,#bigdata [53] chidambara09,brunolemaire [53] brunolemaire,cedric_o Top Word Pairs in Tweet in G10:
[13] getting,started [10] graph,neural [8] neural,nets [7] quickly,getting [7] started,grl [7] grl,implementations [7] implementations,check [7] check,pytorch [7] pytorch,geometric [7] geometric,rusty1s Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: